fastgpt部署参考：
CloudFlare ai 模型调用参考：
之前闲着连了一个fastgpt调用CF的SD模型并结合gpt的简单绘图工作流，让大佬们看看哪里可以进行优化，顺便水个经验
绘图工作流实际使用效果如图：
不使用gpt优化提示词
使用gpt优化提示词
工作流预览：
网络请求插件的接口需要自己写，毕竟需要把二进制保存后搞成image url，相关的flask应用代码如下：
import requests
from flask import Flask, request, jsonify
import logging
import os
import time
app = Flask(__name__)
app.static_folder = 'static'
logging.basicConfig(level=logging.DEBUG)
@app.route('/v1/images/generations', methods=['POST'])
def generate_image():
# 获取前端请求中的数据
data = request.json
logging.debug(f"Received request data: {data}")
# 提取 Cloudflare 账户 ID 和 API 令牌
cloudflare_account_id = data.get('CLOUDFLARE_ACCOUNT_ID')
cloudflare_api_token = data.get('cloudflare_api_token')
prompt = data.get('prompt')
if not cloudflare_account_id or not cloudflare_api_token or not prompt:
return jsonify({'error': 'Missing required parameters'}), 400
# 构造 Cloudflare API 请求
url = f"https://api.cloudflare.com/client/v4/accounts/{cloudflare_account_id}/ai/run/@cf/stabilityai/stable-diffusion-xl-base-1.0"
headers = {"Authorization": f"Bearer {cloudflare_api_token}"}
payload = {"prompt": prompt}
# 发送请求到 Cloudflare API
response = requests.post(url, headers=headers, json=payload)
logging.debug(f"Response status code: {response.status_code}")
# 检查响应状态码
if response.status_code != 200:
return jsonify({'error': 'Failed to generate image'}), response.status_code
# 获取完整的响应内容
response_data = response.content
logging.debug(f"Response content: {response_data}")
# 生成图像文件名
img_filename = f'image_{int(time.time())}.png'
save_path = os.path.join(app.static_folder, img_filename)
# 将图像保存到 'static' 目录
with open(save_path, 'wb') as f:
f.write(response_data)
# 构造返回给前端的数据
img_url = f'https://localhost:7860/static/{img_filename}'
result = {
"created": int(time.time()),
"data": [
{"url": img_url}
]
}
return jsonify(result)
if __name__ == '__main__':
app.run(host='0.0.0.0', port=7860)
工作流参考：
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"dynamicParamDefaultValue": {
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"outputs": [
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"type": "static",
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],
"pluginId": "community-textEditor"
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"label": "",
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}
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{
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],
"description": "",
"canEdit": true,
"editField": {
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},
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"answerText"
]
},
{
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"renderTypeList": [
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],
"valueType": "string",
"label": "",
"value": "POST",
"required": true
},
{
"key": "system_httpReqUrl",
"renderTypeList": [
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],
"valueType": "string",
"label": "",
"description": "core.module.input.description.Http Request Url",
"placeholder": "https://api.ai.com/getInventory",
"required": false,
"value": "https://localhost:7860/v1/images/generations"
},
{
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"renderTypeList": [
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],
"valueType": "any",
"value": [
{
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}
],
"label": "",
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"placeholder": "core.module.input.description.Http Request Header",
"required": false
},
{
"key": "system_httpParams",
"renderTypeList": [
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],
"valueType": "any",
"value": [],
"label": "",
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},
{
"key": "system_httpJsonBody",
"renderTypeList": [
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],
"valueType": "any",
"value": "{\r\n \"prompt\": \"{{prompt}}\",\r\n \"CLOUDFLARE_ACCOUNT_ID\": \"\",\r\n \"cloudflare_api_token\": \"\"\r\n}",
"label": "",
"required": false
}
],
"outputs": [
{
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"key": "system_addOutputParam",
"type": "dynamic",
"valueType": "dynamic",
"label": "",
"editField": {
"key": true,
"valueType": true
}
},
{
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},
{
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},
{
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{
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"editField": {
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"value": [
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},
{
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],
"required": true,
"description": "",
"canEdit": false,
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"key": true
},
"maxLength": "",
"dynamicParamDefaultValue": {
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}
],
"outputs": [
{
"id": "text",
"type": "static",
"key": "text",
"valueType": "string",
"label": "text",
"description": ""
}
],
"pluginId": "community-textEditor"
},
{
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"avatar": "/imgs/workflow/reply.png",
"flowNodeType": "answerNode",
"position": {
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"y": 2080.7181833029563
},
"inputs": [
{
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"renderTypeList": [
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],
"valueType": "any",
"label": "core.module.input.label.Response content",
"description": "core.module.input.description.Response content",
"placeholder": "core.module.input.description.Response content",
"selectedTypeIndex": 1,
"value": [
"tWZNHoEq1KlA",
"text"
]
}
],
"outputs": []
}
],
"edges": [
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{
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},
{
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}
一堆缺点肯定挺明显的，不过玩玩足够了
鸣谢
鸣谢2
- CF大善人
